Features

features.md

Datasets

24 Ultimate Data Science Projects To Boost Your Knowledge and Skills

Syntetic

Synthetic data generation

Introducing pydbgen: A random dataframe/database table generator

Random regression and classification problem generation with symbolic expression

EDA

Pandas Profiling

Feature Engineering

Understanding Feature Engineering (Part 1) — Continuous Numeric Data Notebook

Understanding Feature Engineering (Part 2) — Categorical Data Notebook

Scikit-Learn - Encoding Categorical Features

Contrast Coding Systems for categorical variables

Feature Selection

Feature Selection - Notebook

Scikit-Learn - Feature Selection